Dataset statistics
| Number of variables | 25 |
|---|---|
| Number of observations | 70178 |
| Missing cells | 71626 |
| Missing cells (%) | 4.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 13.4 MiB |
| Average record size in memory | 200.0 B |
Variable types
| Numeric | 8 |
|---|---|
| Categorical | 17 |
tipo_persona has constant value "Natural" | Constant |
sueldo_smdlv is highly correlated with otros_ingresos_smdlv and 1 other fields | High correlation |
otros_ingresos_smdlv is highly correlated with sueldo_smdlv | High correlation |
año_credito is highly correlated with sueldo_smdlv | High correlation |
sueldo_smdlv is highly correlated with otros_ingresos_smdlv and 1 other fields | High correlation |
otros_ingresos_smdlv is highly correlated with sueldo_smdlv | High correlation |
año_credito is highly correlated with sueldo_smdlv | High correlation |
valor_credito_smdlv is highly correlated with cuotas | High correlation |
cuotas is highly correlated with valor_credito_smdlv | High correlation |
municipio_credito is highly correlated with municipio_expedicion and 2 other fields | High correlation |
municipio_expedicion is highly correlated with municipio_credito and 3 other fields | High correlation |
año_credito is highly correlated with otros_ingresos_smdlv and 1 other fields | High correlation |
forma_pago is highly correlated with sector | High correlation |
municipio_nacimiento is highly correlated with municipio_credito and 3 other fields | High correlation |
Row is highly correlated with municipio_expedicion and 4 other fields | High correlation |
periodo_credito is highly correlated with Row | High correlation |
genero is highly correlated with Row | High correlation |
codeudor is highly correlated with Row | High correlation |
otros_ingresos_smdlv is highly correlated with año_credito and 1 other fields | High correlation |
tipo_cliente is highly correlated with estado_final | High correlation |
sueldo_smdlv is highly correlated with año_credito and 1 other fields | High correlation |
sector is highly correlated with forma_pago | High correlation |
estado_final is highly correlated with tipo_cliente | High correlation |
municipio_residencia is highly correlated with municipio_credito and 2 other fields | High correlation |
codeudor is highly correlated with tipo_persona | High correlation |
municipio_credito is highly correlated with tipo_persona and 1 other fields | High correlation |
tipo_venta is highly correlated with tipo_persona | High correlation |
tipo_cliente is highly correlated with tipo_persona and 1 other fields | High correlation |
tiene_casa_propia is highly correlated with tipo_persona | High correlation |
otros_ingresos is highly correlated with tipo_persona | High correlation |
municipio_expedicion is highly correlated with tipo_persona and 1 other fields | High correlation |
periodo_credito is highly correlated with tipo_persona | High correlation |
tipo_persona is highly correlated with codeudor and 15 other fields | High correlation |
forma_pago is highly correlated with tipo_persona and 1 other fields | High correlation |
estado_civil is highly correlated with tipo_persona | High correlation |
municipio_nacimiento is highly correlated with municipio_expedicion and 1 other fields | High correlation |
sector is highly correlated with tipo_persona and 1 other fields | High correlation |
procedencia is highly correlated with tipo_persona | High correlation |
genero is highly correlated with tipo_persona | High correlation |
estado_final is highly correlated with tipo_cliente and 1 other fields | High correlation |
municipio_residencia is highly correlated with municipio_credito and 1 other fields | High correlation |
sueldo_smdlv has 6371 (9.1%) missing values | Missing |
otros_ingresos_smdlv has 65254 (93.0%) missing values | Missing |
Row has unique values | Unique |
Reproduction
| Analysis started | 2021-05-19 19:22:21.383617 |
|---|---|
| Analysis finished | 2021-05-19 19:23:02.067640 |
| Duration | 40.68 seconds |
| Software version | pandas-profiling v3.0.0 |
| Download configuration | config.json |
| Distinct | 70178 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 42806.96224 |
| Minimum | 37 |
|---|---|
| Maximum | 87234 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.4 KiB |
Quantile statistics
| Minimum | 37 |
|---|---|
| 5-th percentile | 4314.85 |
| Q1 | 21083.25 |
| median | 42292.5 |
| Q3 | 64387.75 |
| 95-th percentile | 82649.15 |
| Maximum | 87234 |
| Range | 87197 |
| Interquartile range (IQR) | 43304.5 |
Descriptive statistics
| Standard deviation | 25042.91999 |
|---|---|
| Coefficient of variation (CV) | 0.5850197884 |
| Kurtosis | -1.201263628 |
| Mean | 42806.96224 |
| Median Absolute Deviation (MAD) | 21652.5 |
| Skewness | 0.03413537338 |
| Sum | 3004106996 |
| Variance | 627147841.7 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2047 | 1 | < 0.1% |
| 72374 | 1 | < 0.1% |
| 23198 | 1 | < 0.1% |
| 74417 | 1 | < 0.1% |
| 80562 | 1 | < 0.1% |
| 78515 | 1 | < 0.1% |
| 68276 | 1 | < 0.1% |
| 66229 | 1 | < 0.1% |
| 70327 | 1 | < 0.1% |
| 37511 | 1 | < 0.1% |
| Other values (70168) | 70168 |
| Value | Count | Frequency (%) |
| 37 | 1 | |
| 38 | 1 | |
| 39 | 1 | |
| 40 | 1 | |
| 41 | 1 | |
| 42 | 1 | |
| 44 | 1 | |
| 45 | 1 | |
| 46 | 1 | |
| 47 | 1 |
| Value | Count | Frequency (%) |
| 87234 | 1 | |
| 87233 | 1 | |
| 87232 | 1 | |
| 87231 | 1 | |
| 87230 | 1 | |
| 87229 | 1 | |
| 87228 | 1 | |
| 87227 | 1 | |
| 87226 | 1 | |
| 87225 | 1 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 548.4 KiB |
| Nacional | |
|---|---|
| Extranjero | 132 |
Length
| Max length | 10 |
|---|---|
| Median length | 8 |
| Mean length | 8.003761863 |
| Min length | 8 |
Characters and Unicode
| Total characters | 561688 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Nacional |
|---|---|
| 2nd row | Nacional |
| 3rd row | Nacional |
| 4th row | Nacional |
| 5th row | Nacional |
Common Values
| Value | Count | Frequency (%) |
| Nacional | 70046 | |
| Extranjero | 132 | 0.2% |
Length
Pie chart
| Value | Count | Frequency (%) |
| nacional | 70046 | |
| extranjero | 132 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 140224 | |
| o | 70178 | |
| n | 70178 | |
| N | 70046 | |
| c | 70046 | |
| i | 70046 | |
| l | 70046 | |
| r | 264 | < 0.1% |
| E | 132 | < 0.1% |
| x | 132 | < 0.1% |
| Other values (3) | 396 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 491510 | |
| Uppercase Letter | 70178 | 12.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 140224 | |
| o | 70178 | |
| n | 70178 | |
| c | 70046 | |
| i | 70046 | |
| l | 70046 | |
| r | 264 | 0.1% |
| x | 132 | < 0.1% |
| t | 132 | < 0.1% |
| j | 132 | < 0.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 70046 | |
| E | 132 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 561688 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 140224 | |
| o | 70178 | |
| n | 70178 | |
| N | 70046 | |
| c | 70046 | |
| i | 70046 | |
| l | 70046 | |
| r | 264 | < 0.1% |
| E | 132 | < 0.1% |
| x | 132 | < 0.1% |
| Other values (3) | 396 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 561688 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 140224 | |
| o | 70178 | |
| n | 70178 | |
| N | 70046 | |
| c | 70046 | |
| i | 70046 | |
| l | 70046 | |
| r | 264 | < 0.1% |
| E | 132 | < 0.1% |
| x | 132 | < 0.1% |
| Other values (3) | 396 | 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 548.4 KiB |
| Femenino | |
|---|---|
| Masculino |
Length
| Max length | 9 |
|---|---|
| Median length | 8 |
| Mean length | 8.453218958 |
| Min length | 8 |
Characters and Unicode
| Total characters | 593230 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Femenino |
|---|---|
| 2nd row | Femenino |
| 3rd row | Femenino |
| 4th row | Femenino |
| 5th row | Femenino |
Common Values
| Value | Count | Frequency (%) |
| Femenino | 38372 | |
| Masculino | 31806 |
Length
Pie chart
| Value | Count | Frequency (%) |
| femenino | 38372 | |
| masculino | 31806 |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 108550 | |
| e | 76744 | |
| i | 70178 | |
| o | 70178 | |
| F | 38372 | 6.5% |
| m | 38372 | 6.5% |
| M | 31806 | 5.4% |
| a | 31806 | 5.4% |
| s | 31806 | 5.4% |
| c | 31806 | 5.4% |
| Other values (2) | 63612 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 523052 | |
| Uppercase Letter | 70178 | 11.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 108550 | |
| e | 76744 | |
| i | 70178 | |
| o | 70178 | |
| m | 38372 | 7.3% |
| a | 31806 | 6.1% |
| s | 31806 | 6.1% |
| c | 31806 | 6.1% |
| u | 31806 | 6.1% |
| l | 31806 | 6.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| F | 38372 | |
| M | 31806 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 593230 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 108550 | |
| e | 76744 | |
| i | 70178 | |
| o | 70178 | |
| F | 38372 | 6.5% |
| m | 38372 | 6.5% |
| M | 31806 | 5.4% |
| a | 31806 | 5.4% |
| s | 31806 | 5.4% |
| c | 31806 | 5.4% |
| Other values (2) | 63612 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 593230 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 108550 | |
| e | 76744 | |
| i | 70178 | |
| o | 70178 | |
| F | 38372 | 6.5% |
| m | 38372 | 6.5% |
| M | 31806 | 5.4% |
| a | 31806 | 5.4% |
| s | 31806 | 5.4% |
| c | 31806 | 5.4% |
| Other values (2) | 63612 |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 548.4 KiB |
| Union Libre | |
|---|---|
| Casado | |
| Soltero | |
| Viudo | 723 |
| Divorciado | 440 |
Length
| Max length | 11 |
|---|---|
| Median length | 7 |
| Mean length | 8.266422526 |
| Min length | 5 |
Characters and Unicode
| Total characters | 580121 |
|---|---|
| Distinct characters | 21 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Union Libre |
|---|---|
| 2nd row | Soltero |
| 3rd row | Union Libre |
| 4th row | Casado |
| 5th row | Soltero |
Common Values
| Value | Count | Frequency (%) |
| Union Libre | 27592 | |
| Casado | 21367 | |
| Soltero | 20056 | |
| Viudo | 723 | 1.0% |
| Divorciado | 440 | 0.6% |
Length
Pie chart
| Value | Count | Frequency (%) |
| union | 27592 | |
| libre | 27592 | |
| casado | 21367 | |
| soltero | 20056 | |
| viudo | 723 | 0.7% |
| divorciado | 440 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 90674 | |
| i | 56787 | |
| n | 55184 | |
| r | 48088 | 8.3% |
| e | 47648 | 8.2% |
| a | 43174 | 7.4% |
| U | 27592 | 4.8% |
| 27592 | 4.8% | |
| L | 27592 | 4.8% |
| b | 27592 | 4.8% |
| Other values (11) | 128198 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 454759 | |
| Uppercase Letter | 97770 | 16.9% |
| Space Separator | 27592 | 4.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 90674 | |
| i | 56787 | |
| n | 55184 | |
| r | 48088 | |
| e | 47648 | |
| a | 43174 | |
| b | 27592 | 6.1% |
| d | 22530 | 5.0% |
| s | 21367 | 4.7% |
| l | 20056 | 4.4% |
| Other values (4) | 21659 | 4.8% |
Uppercase Letter
| Value | Count | Frequency (%) |
| U | 27592 | |
| L | 27592 | |
| C | 21367 | |
| S | 20056 | |
| V | 723 | 0.7% |
| D | 440 | 0.5% |
Space Separator
| Value | Count | Frequency (%) |
| 27592 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 552529 | |
| Common | 27592 | 4.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 90674 | |
| i | 56787 | |
| n | 55184 | |
| r | 48088 | |
| e | 47648 | |
| a | 43174 | |
| U | 27592 | 5.0% |
| L | 27592 | 5.0% |
| b | 27592 | 5.0% |
| d | 22530 | 4.1% |
| Other values (10) | 105668 |
Common
| Value | Count | Frequency (%) |
| 27592 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 580121 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 90674 | |
| i | 56787 | |
| n | 55184 | |
| r | 48088 | 8.3% |
| e | 47648 | 8.2% |
| a | 43174 | 7.4% |
| U | 27592 | 4.8% |
| 27592 | 4.8% | |
| L | 27592 | 4.8% |
| b | 27592 | 4.8% |
| Other values (11) | 128198 |
edad
Real number (ℝ≥0)
| Distinct | 72 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 44.58695033 |
| Minimum | 18 |
|---|---|
| Maximum | 90 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.4 KiB |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 27 |
| Q1 | 35 |
| median | 44 |
| Q3 | 53 |
| 95-th percentile | 65 |
| Maximum | 90 |
| Range | 72 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 11.87598779 |
|---|---|
| Coefficient of variation (CV) | 0.266355687 |
| Kurtosis | -0.3852201068 |
| Mean | 44.58695033 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 0.3162631899 |
| Sum | 3129023 |
| Variance | 141.0390859 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 44 | 2751 | 3.9% |
| 40 | 2406 | 3.4% |
| 45 | 2290 | 3.3% |
| 41 | 2258 | 3.2% |
| 49 | 2202 | 3.1% |
| 46 | 2126 | 3.0% |
| 42 | 2066 | 2.9% |
| 35 | 2063 | 2.9% |
| 37 | 2017 | 2.9% |
| 39 | 1946 | 2.8% |
| Other values (62) | 48053 |
| Value | Count | Frequency (%) |
| 18 | 3 | < 0.1% |
| 19 | 31 | < 0.1% |
| 20 | 129 | 0.2% |
| 21 | 187 | 0.3% |
| 22 | 317 | 0.5% |
| 23 | 428 | 0.6% |
| 24 | 513 | |
| 25 | 787 | |
| 26 | 944 | |
| 27 | 1096 |
| Value | Count | Frequency (%) |
| 90 | 2 | < 0.1% |
| 89 | 1 | < 0.1% |
| 88 | 2 | < 0.1% |
| 87 | 1 | < 0.1% |
| 85 | 5 | < 0.1% |
| 84 | 40 | |
| 83 | 48 | |
| 82 | 20 | |
| 81 | 49 | |
| 80 | 41 |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 548.4 KiB |
| ARAUCA | |
|---|---|
| TAME | |
| Otros | |
| ARAUQUITA | |
| SARAVENA |
Length
| Max length | 9 |
|---|---|
| Median length | 6 |
| Mean length | 5.708384394 |
| Min length | 4 |
Characters and Unicode
| Total characters | 400603 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | SARAVENA |
|---|---|
| 2nd row | ARAUCA |
| 3rd row | TAME |
| 4th row | TAME |
| 5th row | ARAUCA |
Common Values
| Value | Count | Frequency (%) |
| ARAUCA | 28165 | |
| TAME | 19896 | |
| Otros | 10930 | 15.6% |
| ARAUQUITA | 7883 | 11.2% |
| SARAVENA | 3304 | 4.7% |
Length
Pie chart
| Value | Count | Frequency (%) |
| arauca | 28165 | |
| tame | 19896 | |
| otros | 10930 | 15.6% |
| arauquita | 7883 | 11.2% |
| saravena | 3304 | 4.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 137952 | |
| U | 43931 | 11.0% |
| R | 39352 | 9.8% |
| C | 28165 | 7.0% |
| T | 27779 | 6.9% |
| E | 23200 | 5.8% |
| M | 19896 | 5.0% |
| O | 10930 | 2.7% |
| t | 10930 | 2.7% |
| r | 10930 | 2.7% |
| Other values (7) | 47538 | 11.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 356883 | |
| Lowercase Letter | 43720 | 10.9% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 137952 | |
| U | 43931 | 12.3% |
| R | 39352 | 11.0% |
| C | 28165 | 7.9% |
| T | 27779 | 7.8% |
| E | 23200 | 6.5% |
| M | 19896 | 5.6% |
| O | 10930 | 3.1% |
| Q | 7883 | 2.2% |
| I | 7883 | 2.2% |
| Other values (3) | 9912 | 2.8% |
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 10930 | |
| r | 10930 | |
| o | 10930 | |
| s | 10930 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 400603 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 137952 | |
| U | 43931 | 11.0% |
| R | 39352 | 9.8% |
| C | 28165 | 7.0% |
| T | 27779 | 6.9% |
| E | 23200 | 5.8% |
| M | 19896 | 5.0% |
| O | 10930 | 2.7% |
| t | 10930 | 2.7% |
| r | 10930 | 2.7% |
| Other values (7) | 47538 | 11.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 400603 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 137952 | |
| U | 43931 | 11.0% |
| R | 39352 | 9.8% |
| C | 28165 | 7.0% |
| T | 27779 | 6.9% |
| E | 23200 | 5.8% |
| M | 19896 | 5.0% |
| O | 10930 | 2.7% |
| t | 10930 | 2.7% |
| r | 10930 | 2.7% |
| Other values (7) | 47538 | 11.9% |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 548.4 KiB |
| Otros | |
|---|---|
| ARAUCA | |
| TAME | |
| ARAUQUITA | |
| SARAVENA |
Length
| Max length | 9 |
|---|---|
| Median length | 5 |
| Mean length | 5.590085212 |
| Min length | 4 |
Characters and Unicode
| Total characters | 392301 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Otros |
|---|---|
| 2nd row | ARAUCA |
| 3rd row | ARAUCA |
| 4th row | Otros |
| 5th row | ARAUCA |
Common Values
| Value | Count | Frequency (%) |
| Otros | 27641 | |
| ARAUCA | 21354 | |
| TAME | 12185 | |
| ARAUQUITA | 5248 | 7.5% |
| SARAVENA | 3750 | 5.3% |
Length
Pie chart
| Value | Count | Frequency (%) |
| otros | 27641 | |
| arauca | 21354 | |
| tame | 12185 | |
| arauquita | 5248 | 7.5% |
| saravena | 3750 | 5.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 103241 | |
| U | 31850 | 8.1% |
| R | 30352 | 7.7% |
| O | 27641 | 7.0% |
| t | 27641 | 7.0% |
| r | 27641 | 7.0% |
| o | 27641 | 7.0% |
| s | 27641 | 7.0% |
| C | 21354 | 5.4% |
| T | 17433 | 4.4% |
| Other values (7) | 49866 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 281737 | |
| Lowercase Letter | 110564 | 28.2% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 103241 | |
| U | 31850 | 11.3% |
| R | 30352 | 10.8% |
| O | 27641 | 9.8% |
| C | 21354 | 7.6% |
| T | 17433 | 6.2% |
| E | 15935 | 5.7% |
| M | 12185 | 4.3% |
| Q | 5248 | 1.9% |
| I | 5248 | 1.9% |
| Other values (3) | 11250 | 4.0% |
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 27641 | |
| r | 27641 | |
| o | 27641 | |
| s | 27641 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 392301 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 103241 | |
| U | 31850 | 8.1% |
| R | 30352 | 7.7% |
| O | 27641 | 7.0% |
| t | 27641 | 7.0% |
| r | 27641 | 7.0% |
| o | 27641 | 7.0% |
| s | 27641 | 7.0% |
| C | 21354 | 5.4% |
| T | 17433 | 4.4% |
| Other values (7) | 49866 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 392301 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 103241 | |
| U | 31850 | 8.1% |
| R | 30352 | 7.7% |
| O | 27641 | 7.0% |
| t | 27641 | 7.0% |
| r | 27641 | 7.0% |
| o | 27641 | 7.0% |
| s | 27641 | 7.0% |
| C | 21354 | 5.4% |
| T | 17433 | 4.4% |
| Other values (7) | 49866 |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 548.4 KiB |
| Otros | |
|---|---|
| ARAUCA | |
| TAME | |
| ARAUQUITA | |
| SARAVENA |
Length
| Max length | 9 |
|---|---|
| Median length | 5 |
| Mean length | 5.552936818 |
| Min length | 4 |
Characters and Unicode
| Total characters | 389694 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Otros |
|---|---|
| 2nd row | ARAUCA |
| 3rd row | ARAUCA |
| 4th row | SARAVENA |
| 5th row | ARAUCA |
Common Values
| Value | Count | Frequency (%) |
| Otros | 25980 | |
| ARAUCA | 24673 | |
| TAME | 12244 | |
| ARAUQUITA | 4532 | 6.5% |
| SARAVENA | 2749 | 3.9% |
Length
Pie chart
| Value | Count | Frequency (%) |
| otros | 25980 | |
| arauca | 24673 | |
| tame | 12244 | |
| arauquita | 4532 | 6.5% |
| saravena | 2749 | 3.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 108106 | |
| U | 33737 | 8.7% |
| R | 31954 | 8.2% |
| O | 25980 | 6.7% |
| t | 25980 | 6.7% |
| r | 25980 | 6.7% |
| o | 25980 | 6.7% |
| s | 25980 | 6.7% |
| C | 24673 | 6.3% |
| T | 16776 | 4.3% |
| Other values (7) | 44548 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 285774 | |
| Lowercase Letter | 103920 | 26.7% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 108106 | |
| U | 33737 | 11.8% |
| R | 31954 | 11.2% |
| O | 25980 | 9.1% |
| C | 24673 | 8.6% |
| T | 16776 | 5.9% |
| E | 14993 | 5.2% |
| M | 12244 | 4.3% |
| Q | 4532 | 1.6% |
| I | 4532 | 1.6% |
| Other values (3) | 8247 | 2.9% |
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 25980 | |
| r | 25980 | |
| o | 25980 | |
| s | 25980 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 389694 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 108106 | |
| U | 33737 | 8.7% |
| R | 31954 | 8.2% |
| O | 25980 | 6.7% |
| t | 25980 | 6.7% |
| r | 25980 | 6.7% |
| o | 25980 | 6.7% |
| s | 25980 | 6.7% |
| C | 24673 | 6.3% |
| T | 16776 | 4.3% |
| Other values (7) | 44548 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 389694 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 108106 | |
| U | 33737 | 8.7% |
| R | 31954 | 8.2% |
| O | 25980 | 6.7% |
| t | 25980 | 6.7% |
| r | 25980 | 6.7% |
| o | 25980 | 6.7% |
| s | 25980 | 6.7% |
| C | 24673 | 6.3% |
| T | 16776 | 4.3% |
| Other values (7) | 44548 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 548.4 KiB |
| Natural |
|---|
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Characters and Unicode
| Total characters | 491246 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Natural |
|---|---|
| 2nd row | Natural |
| 3rd row | Natural |
| 4th row | Natural |
| 5th row | Natural |
Common Values
| Value | Count | Frequency (%) |
| Natural | 70178 |
Length
Pie chart
| Value | Count | Frequency (%) |
| natural | 70178 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 140356 | |
| N | 70178 | |
| t | 70178 | |
| u | 70178 | |
| r | 70178 | |
| l | 70178 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 421068 | |
| Uppercase Letter | 70178 | 14.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 140356 | |
| t | 70178 | |
| u | 70178 | |
| r | 70178 | |
| l | 70178 |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 70178 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 491246 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 140356 | |
| N | 70178 | |
| t | 70178 | |
| u | 70178 | |
| r | 70178 | |
| l | 70178 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 491246 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 140356 | |
| N | 70178 | |
| t | 70178 | |
| u | 70178 | |
| r | 70178 | |
| l | 70178 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 548.4 KiB |
| Si | |
|---|---|
| No |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 140356 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Si |
|---|---|
| 2nd row | No |
| 3rd row | No |
| 4th row | Si |
| 5th row | Si |
Common Values
| Value | Count | Frequency (%) |
| Si | 52510 | |
| No | 17668 | 25.2% |
Length
Pie chart
| Value | Count | Frequency (%) |
| si | 52510 | |
| no | 17668 | 25.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| S | 52510 | |
| i | 52510 | |
| N | 17668 | 12.6% |
| o | 17668 | 12.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 70178 | |
| Lowercase Letter | 70178 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 52510 | |
| N | 17668 | 25.2% |
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 52510 | |
| o | 17668 | 25.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 140356 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| S | 52510 | |
| i | 52510 | |
| N | 17668 | 12.6% |
| o | 17668 | 12.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 140356 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| S | 52510 | |
| i | 52510 | |
| N | 17668 | 12.6% |
| o | 17668 | 12.6% |
| Distinct | 511 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 6371 |
| Missing (%) | 9.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 104.9217327 |
| Minimum | 3 |
|---|---|
| Maximum | 600 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.4 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 27 |
| Q1 | 45 |
| median | 75 |
| Q3 | 130 |
| 95-th percentile | 291 |
| Maximum | 600 |
| Range | 597 |
| Interquartile range (IQR) | 85 |
Descriptive statistics
| Standard deviation | 90.73711 |
|---|---|
| Coefficient of variation (CV) | 0.8648075822 |
| Kurtosis | 6.503499647 |
| Mean | 104.9217327 |
| Median Absolute Deviation (MAD) | 36 |
| Skewness | 2.257684215 |
| Sum | 6694741 |
| Variance | 8233.223132 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 43 | 1370 | 2.0% |
| 34 | 1347 | 1.9% |
| 36 | 1284 | 1.8% |
| 61 | 1211 | 1.7% |
| 46 | 1149 | 1.6% |
| 76 | 1143 | 1.6% |
| 69 | 1107 | 1.6% |
| 38 | 1090 | 1.6% |
| 72 | 1086 | 1.5% |
| 65 | 1068 | 1.5% |
| Other values (501) | 51952 | |
| (Missing) | 6371 | 9.1% |
| Value | Count | Frequency (%) |
| 3 | 6 | < 0.1% |
| 4 | 3 | < 0.1% |
| 5 | 12 | < 0.1% |
| 6 | 19 | < 0.1% |
| 7 | 52 | |
| 8 | 24 | < 0.1% |
| 9 | 23 | < 0.1% |
| 10 | 103 | |
| 11 | 34 | < 0.1% |
| 12 | 35 | < 0.1% |
| Value | Count | Frequency (%) |
| 600 | 214 | |
| 599 | 1 | < 0.1% |
| 597 | 1 | < 0.1% |
| 593 | 1 | < 0.1% |
| 588 | 41 | 0.1% |
| 586 | 6 | < 0.1% |
| 584 | 6 | < 0.1% |
| 582 | 10 | < 0.1% |
| 576 | 12 | < 0.1% |
| 575 | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 548.4 KiB |
| SIN OTROS INGRESOS | |
|---|---|
| CON OTROS INGRESOS | 4924 |
Length
| Max length | 18 |
|---|---|
| Median length | 18 |
| Mean length | 18 |
| Min length | 18 |
Characters and Unicode
| Total characters | 1263204 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | SIN OTROS INGRESOS |
|---|---|
| 2nd row | SIN OTROS INGRESOS |
| 3rd row | SIN OTROS INGRESOS |
| 4th row | SIN OTROS INGRESOS |
| 5th row | SIN OTROS INGRESOS |
Common Values
| Value | Count | Frequency (%) |
| SIN OTROS INGRESOS | 65254 | |
| CON OTROS INGRESOS | 4924 | 7.0% |
Length
Pie chart
| Value | Count | Frequency (%) |
| ingresos | 70178 | |
| otros | 70178 | |
| sin | 65254 | |
| con | 4924 | 2.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| S | 275788 | |
| O | 215458 | |
| N | 140356 | |
| 140356 | ||
| R | 140356 | |
| I | 135432 | |
| T | 70178 | 5.6% |
| G | 70178 | 5.6% |
| E | 70178 | 5.6% |
| C | 4924 | 0.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 1122848 | |
| Space Separator | 140356 | 11.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 275788 | |
| O | 215458 | |
| N | 140356 | |
| R | 140356 | |
| I | 135432 | |
| T | 70178 | 6.2% |
| G | 70178 | 6.2% |
| E | 70178 | 6.2% |
| C | 4924 | 0.4% |
Space Separator
| Value | Count | Frequency (%) |
| 140356 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1122848 | |
| Common | 140356 | 11.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| S | 275788 | |
| O | 215458 | |
| N | 140356 | |
| R | 140356 | |
| I | 135432 | |
| T | 70178 | 6.2% |
| G | 70178 | 6.2% |
| E | 70178 | 6.2% |
| C | 4924 | 0.4% |
Common
| Value | Count | Frequency (%) |
| 140356 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1263204 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| S | 275788 | |
| O | 215458 | |
| N | 140356 | |
| 140356 | ||
| R | 140356 | |
| I | 135432 | |
| T | 70178 | 5.6% |
| G | 70178 | 5.6% |
| E | 70178 | 5.6% |
| C | 4924 | 0.4% |
| Distinct | 210 |
|---|---|
| Distinct (%) | 4.3% |
| Missing | 65254 |
| Missing (%) | 93.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 54.36900894 |
| Minimum | 1 |
|---|---|
| Maximum | 300 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 9 |
| Q1 | 20 |
| median | 35 |
| Q3 | 63 |
| 95-th percentile | 181 |
| Maximum | 300 |
| Range | 299 |
| Interquartile range (IQR) | 43 |
Descriptive statistics
| Standard deviation | 57.3246782 |
|---|---|
| Coefficient of variation (CV) | 1.054363126 |
| Kurtosis | 6.422729271 |
| Mean | 54.36900894 |
| Median Absolute Deviation (MAD) | 17 |
| Skewness | 2.450988902 |
| Sum | 267713 |
| Variance | 3286.118731 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 34 | 155 | 0.2% |
| 36 | 151 | 0.2% |
| 18 | 148 | 0.2% |
| 17 | 126 | 0.2% |
| 23 | 125 | 0.2% |
| 21 | 123 | 0.2% |
| 20 | 119 | 0.2% |
| 30 | 110 | 0.2% |
| 38 | 107 | 0.2% |
| 26 | 103 | 0.1% |
| Other values (200) | 3657 | 5.2% |
| (Missing) | 65254 |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 3 | 29 | < 0.1% |
| 4 | 27 | < 0.1% |
| 5 | 17 | < 0.1% |
| 6 | 37 | |
| 7 | 75 | |
| 8 | 48 | |
| 9 | 37 | |
| 10 | 80 | |
| 11 | 42 |
| Value | Count | Frequency (%) |
| 300 | 76 | |
| 294 | 8 | < 0.1% |
| 291 | 10 | < 0.1% |
| 288 | 3 | < 0.1% |
| 276 | 1 | < 0.1% |
| 271 | 5 | < 0.1% |
| 268 | 2 | < 0.1% |
| 264 | 2 | < 0.1% |
| 262 | 2 | < 0.1% |
| 260 | 4 | < 0.1% |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 548.4 KiB |
| ARAUCA | |
|---|---|
| TAME | |
| Otros | |
| ARAUQUITA | |
| SARAVENA |
Length
| Max length | 9 |
|---|---|
| Median length | 6 |
| Mean length | 5.760836729 |
| Min length | 4 |
Characters and Unicode
| Total characters | 404284 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | SARAVENA |
|---|---|
| 2nd row | ARAUCA |
| 3rd row | TAME |
| 4th row | TAME |
| 5th row | ARAUCA |
Common Values
| Value | Count | Frequency (%) |
| ARAUCA | 29085 | |
| TAME | 20259 | |
| Otros | 8491 | 12.1% |
| ARAUQUITA | 7539 | 10.7% |
| SARAVENA | 4804 | 6.8% |
Length
Pie chart
| Value | Count | Frequency (%) |
| arauca | 29085 | |
| tame | 20259 | |
| otros | 8491 | 12.1% |
| arauquita | 7539 | 10.7% |
| saravena | 4804 | 6.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 144543 | |
| U | 44163 | 10.9% |
| R | 41428 | 10.2% |
| C | 29085 | 7.2% |
| T | 27798 | 6.9% |
| E | 25063 | 6.2% |
| M | 20259 | 5.0% |
| O | 8491 | 2.1% |
| t | 8491 | 2.1% |
| r | 8491 | 2.1% |
| Other values (7) | 46472 | 11.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 370320 | |
| Lowercase Letter | 33964 | 8.4% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 144543 | |
| U | 44163 | 11.9% |
| R | 41428 | 11.2% |
| C | 29085 | 7.9% |
| T | 27798 | 7.5% |
| E | 25063 | 6.8% |
| M | 20259 | 5.5% |
| O | 8491 | 2.3% |
| Q | 7539 | 2.0% |
| I | 7539 | 2.0% |
| Other values (3) | 14412 | 3.9% |
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 8491 | |
| r | 8491 | |
| o | 8491 | |
| s | 8491 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 404284 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 144543 | |
| U | 44163 | 10.9% |
| R | 41428 | 10.2% |
| C | 29085 | 7.2% |
| T | 27798 | 6.9% |
| E | 25063 | 6.2% |
| M | 20259 | 5.0% |
| O | 8491 | 2.1% |
| t | 8491 | 2.1% |
| r | 8491 | 2.1% |
| Other values (7) | 46472 | 11.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 404284 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 144543 | |
| U | 44163 | 10.9% |
| R | 41428 | 10.2% |
| C | 29085 | 7.2% |
| T | 27798 | 6.9% |
| E | 25063 | 6.2% |
| M | 20259 | 5.0% |
| O | 8491 | 2.1% |
| t | 8491 | 2.1% |
| r | 8491 | 2.1% |
| Other values (7) | 46472 | 11.5% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 548.4 KiB |
| SIN CODEUDOR | |
|---|---|
| CON CODEUDOR |
Length
| Max length | 12 |
|---|---|
| Median length | 12 |
| Mean length | 12 |
| Min length | 12 |
Characters and Unicode
| Total characters | 842136 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | SIN CODEUDOR |
|---|---|
| 2nd row | SIN CODEUDOR |
| 3rd row | SIN CODEUDOR |
| 4th row | SIN CODEUDOR |
| 5th row | SIN CODEUDOR |
Common Values
| Value | Count | Frequency (%) |
| SIN CODEUDOR | 59449 | |
| CON CODEUDOR | 10729 | 15.3% |
Length
Pie chart
| Value | Count | Frequency (%) |
| codeudor | 70178 | |
| sin | 59449 | |
| con | 10729 | 7.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| O | 151085 | |
| D | 140356 | |
| C | 80907 | |
| N | 70178 | |
| 70178 | ||
| E | 70178 | |
| U | 70178 | |
| R | 70178 | |
| S | 59449 | 7.1% |
| I | 59449 | 7.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 771958 | |
| Space Separator | 70178 | 8.3% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| O | 151085 | |
| D | 140356 | |
| C | 80907 | |
| N | 70178 | |
| E | 70178 | |
| U | 70178 | |
| R | 70178 | |
| S | 59449 | 7.7% |
| I | 59449 | 7.7% |
Space Separator
| Value | Count | Frequency (%) |
| 70178 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 771958 | |
| Common | 70178 | 8.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| O | 151085 | |
| D | 140356 | |
| C | 80907 | |
| N | 70178 | |
| E | 70178 | |
| U | 70178 | |
| R | 70178 | |
| S | 59449 | 7.7% |
| I | 59449 | 7.7% |
Common
| Value | Count | Frequency (%) |
| 70178 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 842136 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| O | 151085 | |
| D | 140356 | |
| C | 80907 | |
| N | 70178 | |
| 70178 | ||
| E | 70178 | |
| U | 70178 | |
| R | 70178 | |
| S | 59449 | 7.1% |
| I | 59449 | 7.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 548.4 KiB |
| PRIVADO | |
|---|---|
| PUBLICO | 6081 |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Characters and Unicode
| Total characters | 491239 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | PRIVADO |
|---|---|
| 2nd row | PRIVADO |
| 3rd row | PRIVADO |
| 4th row | PRIVADO |
| 5th row | PRIVADO |
Common Values
| Value | Count | Frequency (%) |
| PRIVADO | 64096 | |
| PUBLICO | 6081 | 8.7% |
| (Missing) | 1 | < 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| privado | 64096 | |
| publico | 6081 | 8.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| P | 70177 | |
| I | 70177 | |
| O | 70177 | |
| R | 64096 | |
| V | 64096 | |
| A | 64096 | |
| D | 64096 | |
| U | 6081 | 1.2% |
| B | 6081 | 1.2% |
| L | 6081 | 1.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 491239 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 70177 | |
| I | 70177 | |
| O | 70177 | |
| R | 64096 | |
| V | 64096 | |
| A | 64096 | |
| D | 64096 | |
| U | 6081 | 1.2% |
| B | 6081 | 1.2% |
| L | 6081 | 1.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 491239 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| P | 70177 | |
| I | 70177 | |
| O | 70177 | |
| R | 64096 | |
| V | 64096 | |
| A | 64096 | |
| D | 64096 | |
| U | 6081 | 1.2% |
| B | 6081 | 1.2% |
| L | 6081 | 1.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 491239 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| P | 70177 | |
| I | 70177 | |
| O | 70177 | |
| R | 64096 | |
| V | 64096 | |
| A | 64096 | |
| D | 64096 | |
| U | 6081 | 1.2% |
| B | 6081 | 1.2% |
| L | 6081 | 1.2% |
| Distinct | 25 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2014.097637 |
| Minimum | 1997 |
|---|---|
| Maximum | 2021 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.4 KiB |
Quantile statistics
| Minimum | 1997 |
|---|---|
| 5-th percentile | 2003 |
| Q1 | 2011 |
| median | 2015 |
| Q3 | 2018 |
| 95-th percentile | 2020 |
| Maximum | 2021 |
| Range | 24 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 5.191496548 |
|---|---|
| Coefficient of variation (CV) | 0.002577579384 |
| Kurtosis | 0.6544374369 |
| Mean | 2014.097637 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -1.080845656 |
| Sum | 141345344 |
| Variance | 26.95163641 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2019 | 8742 | |
| 2018 | 6675 | |
| 2020 | 6618 | |
| 2015 | 6158 | |
| 2017 | 5891 | 8.4% |
| 2016 | 5325 | 7.6% |
| 2014 | 4718 | 6.7% |
| 2013 | 4103 | 5.8% |
| 2012 | 3728 | 5.3% |
| 2011 | 3197 | 4.6% |
| Other values (15) | 15023 |
| Value | Count | Frequency (%) |
| 1997 | 202 | 0.3% |
| 1998 | 378 | 0.5% |
| 1999 | 493 | 0.7% |
| 2000 | 552 | |
| 2001 | 751 | |
| 2002 | 747 | |
| 2003 | 689 | |
| 2004 | 888 | |
| 2005 | 1234 | |
| 2006 | 1336 |
| Value | Count | Frequency (%) |
| 2021 | 471 | 0.7% |
| 2020 | 6618 | |
| 2019 | 8742 | |
| 2018 | 6675 | |
| 2017 | 5891 | |
| 2016 | 5325 | |
| 2015 | 6158 | |
| 2014 | 4718 | |
| 2013 | 4103 | |
| 2012 | 3728 |
mes_credito
Real number (ℝ≥0)
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.840177834 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 7 |
| Q3 | 10 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.472970209 |
|---|---|
| Coefficient of variation (CV) | 0.5077309821 |
| Kurtosis | -1.210619449 |
| Mean | 6.840177834 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.1077245625 |
| Sum | 480030 |
| Variance | 12.06152207 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12 | 7585 | |
| 10 | 6805 | |
| 9 | 6202 | |
| 5 | 5952 | |
| 7 | 5823 | |
| 11 | 5806 | |
| 6 | 5704 | |
| 8 | 5597 | |
| 3 | 5477 | |
| 2 | 5190 | |
| Other values (2) | 10037 |
| Value | Count | Frequency (%) |
| 1 | 5068 | |
| 2 | 5190 | |
| 3 | 5477 | |
| 4 | 4969 | |
| 5 | 5952 | |
| 6 | 5704 | |
| 7 | 5823 | |
| 8 | 5597 | |
| 9 | 6202 | |
| 10 | 6805 |
| Value | Count | Frequency (%) |
| 12 | 7585 | |
| 11 | 5806 | |
| 10 | 6805 | |
| 9 | 6202 | |
| 8 | 5597 | |
| 7 | 5823 | |
| 6 | 5704 | |
| 5 | 5952 | |
| 4 | 4969 | |
| 3 | 5477 |
| Distinct | 575 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 65.53674941 |
| Minimum | 0 |
|---|---|
| Maximum | 700 |
| Zeros | 549 |
| Zeros (%) | 0.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 20 |
| median | 47 |
| Q3 | 77 |
| 95-th percentile | 220 |
| Maximum | 700 |
| Range | 700 |
| Interquartile range (IQR) | 57 |
Descriptive statistics
| Standard deviation | 73.4284282 |
|---|---|
| Coefficient of variation (CV) | 1.120416085 |
| Kurtosis | 12.4908735 |
| Mean | 65.53674941 |
| Median Absolute Deviation (MAD) | 28 |
| Skewness | 2.91674412 |
| Sum | 4599238 |
| Variance | 5391.734068 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 1738 | 2.5% |
| 7 | 1524 | 2.2% |
| 18 | 1061 | 1.5% |
| 17 | 1025 | 1.5% |
| 15 | 971 | 1.4% |
| 16 | 966 | 1.4% |
| 5 | 928 | 1.3% |
| 8 | 924 | 1.3% |
| 20 | 806 | 1.1% |
| 14 | 796 | 1.1% |
| Other values (565) | 59439 |
| Value | Count | Frequency (%) |
| 0 | 549 | 0.8% |
| 1 | 749 | |
| 2 | 749 | |
| 3 | 518 | 0.7% |
| 4 | 624 | 0.9% |
| 5 | 928 | |
| 6 | 1738 | |
| 7 | 1524 | |
| 8 | 924 | |
| 9 | 723 |
| Value | Count | Frequency (%) |
| 700 | 51 | |
| 697 | 1 | < 0.1% |
| 695 | 1 | < 0.1% |
| 691 | 1 | < 0.1% |
| 687 | 1 | < 0.1% |
| 682 | 1 | < 0.1% |
| 677 | 1 | < 0.1% |
| 676 | 1 | < 0.1% |
| 675 | 1 | < 0.1% |
| 671 | 1 | < 0.1% |
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 548.4 KiB |
| PAGADO VENCIDO | |
|---|---|
| PAGADO ANTICIPADO | |
| PAGADO A TIEMPO | |
| DESCUENTO EN VENTA | |
| DEVOLUCION | 517 |
| Other values (2) | 505 |
Length
| Max length | 18 |
|---|---|
| Median length | 14 |
| Mean length | 15.21632135 |
| Min length | 10 |
Characters and Unicode
| Total characters | 1067851 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | DESCUENTO EN VENTA |
|---|---|
| 2nd row | PAGADO VENCIDO |
| 3rd row | PAGADO VENCIDO |
| 4th row | PAGADO VENCIDO |
| 5th row | PAGADO ANTICIPADO |
Common Values
| Value | Count | Frequency (%) |
| PAGADO VENCIDO | 38251 | |
| PAGADO ANTICIPADO | 19937 | |
| PAGADO A TIEMPO | 5725 | 8.2% |
| DESCUENTO EN VENTA | 5243 | 7.5% |
| DEVOLUCION | 517 | 0.7% |
| CARTERA CASTIGADA | 356 | 0.5% |
| OTROS CIERRES | 149 | 0.2% |
Length
Pie chart
| Value | Count | Frequency (%) |
| pagado | 63913 | |
| vencido | 38251 | |
| anticipado | 19937 | 13.2% |
| tiempo | 5725 | 3.8% |
| a | 5725 | 3.8% |
| venta | 5243 | 3.5% |
| en | 5243 | 3.5% |
| descuento | 5243 | 3.5% |
| devolucion | 517 | 0.3% |
| cartera | 356 | 0.2% |
| Other values (3) | 654 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 180448 | |
| O | 134401 | |
| D | 128217 | |
| P | 89575 | |
| I | 84872 | |
| 80629 | ||
| N | 74434 | |
| E | 66119 | 6.2% |
| C | 64809 | 6.1% |
| G | 64269 | 6.0% |
| Other values (7) | 100078 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 987222 | |
| Space Separator | 80629 | 7.6% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 180448 | |
| O | 134401 | |
| D | 128217 | |
| P | 89575 | |
| I | 84872 | |
| N | 74434 | |
| E | 66119 | 6.7% |
| C | 64809 | 6.6% |
| G | 64269 | 6.5% |
| V | 44011 | 4.5% |
| Other values (6) | 56067 | 5.7% |
Space Separator
| Value | Count | Frequency (%) |
| 80629 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 987222 | |
| Common | 80629 | 7.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 180448 | |
| O | 134401 | |
| D | 128217 | |
| P | 89575 | |
| I | 84872 | |
| N | 74434 | |
| E | 66119 | 6.7% |
| C | 64809 | 6.6% |
| G | 64269 | 6.5% |
| V | 44011 | 4.5% |
| Other values (6) | 56067 | 5.7% |
Common
| Value | Count | Frequency (%) |
| 80629 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1067851 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 180448 | |
| O | 134401 | |
| D | 128217 | |
| P | 89575 | |
| I | 84872 | |
| 80629 | ||
| N | 74434 | |
| E | 66119 | 6.2% |
| C | 64809 | 6.1% |
| G | 64269 | 6.0% |
| Other values (7) | 100078 |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 548.4 KiB |
| ELECTRODOMESTICOS | |
|---|---|
| MOTOS | 747 |
| CONTRATO | 9 |
Length
| Max length | 17 |
|---|---|
| Median length | 17 |
| Mean length | 16.87111345 |
| Min length | 5 |
Characters and Unicode
| Total characters | 1183981 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | ELECTRODOMESTICOS |
|---|---|
| 2nd row | ELECTRODOMESTICOS |
| 3rd row | ELECTRODOMESTICOS |
| 4th row | ELECTRODOMESTICOS |
| 5th row | ELECTRODOMESTICOS |
Common Values
| Value | Count | Frequency (%) |
| ELECTRODOMESTICOS | 69422 | |
| MOTOS | 747 | 1.1% |
| CONTRATO | 9 | < 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| electrodomesticos | 69422 | |
| motos | 747 | 1.1% |
| contrato | 9 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| O | 209778 | |
| E | 208266 | |
| T | 139609 | |
| S | 139591 | |
| C | 138853 | |
| M | 70169 | 5.9% |
| R | 69431 | 5.9% |
| L | 69422 | 5.9% |
| D | 69422 | 5.9% |
| I | 69422 | 5.9% |
| Other values (2) | 18 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 1183981 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| O | 209778 | |
| E | 208266 | |
| T | 139609 | |
| S | 139591 | |
| C | 138853 | |
| M | 70169 | 5.9% |
| R | 69431 | 5.9% |
| L | 69422 | 5.9% |
| D | 69422 | 5.9% |
| I | 69422 | 5.9% |
| Other values (2) | 18 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1183981 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| O | 209778 | |
| E | 208266 | |
| T | 139609 | |
| S | 139591 | |
| C | 138853 | |
| M | 70169 | 5.9% |
| R | 69431 | 5.9% |
| L | 69422 | 5.9% |
| D | 69422 | 5.9% |
| I | 69422 | 5.9% |
| Other values (2) | 18 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1183981 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| O | 209778 | |
| E | 208266 | |
| T | 139609 | |
| S | 139591 | |
| C | 138853 | |
| M | 70169 | 5.9% |
| R | 69431 | 5.9% |
| L | 69422 | 5.9% |
| D | 69422 | 5.9% |
| I | 69422 | 5.9% |
| Other values (2) | 18 | < 0.1% |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 548.4 KiB |
| MENSUAL(ES) | |
|---|---|
| DIARIA(S) | 4063 |
| SEMANAL(ES) | 757 |
| QUINCENAL(ES) | 245 |
Length
| Max length | 13 |
|---|---|
| Median length | 11 |
| Mean length | 10.89119097 |
| Min length | 9 |
Characters and Unicode
| Total characters | 764322 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | DIARIA(S) |
|---|---|
| 2nd row | DIARIA(S) |
| 3rd row | DIARIA(S) |
| 4th row | DIARIA(S) |
| 5th row | DIARIA(S) |
Common Values
| Value | Count | Frequency (%) |
| MENSUAL(ES) | 65113 | |
| DIARIA(S) | 4063 | 5.8% |
| SEMANAL(ES) | 757 | 1.1% |
| QUINCENAL(ES) | 245 | 0.3% |
Length
Pie chart
| Value | Count | Frequency (%) |
| mensual(es | 65113 | |
| diaria(s | 4063 | 5.8% |
| semanal(es | 757 | 1.1% |
| quincenal(es | 245 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| S | 136048 | |
| E | 132230 | |
| A | 74998 | |
| ( | 70178 | |
| ) | 70178 | |
| N | 66360 | |
| L | 66115 | |
| M | 65870 | |
| U | 65358 | |
| I | 8371 | 1.1% |
| Other values (4) | 8616 | 1.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 623966 | |
| Open Punctuation | 70178 | 9.2% |
| Close Punctuation | 70178 | 9.2% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 136048 | |
| E | 132230 | |
| A | 74998 | |
| N | 66360 | |
| L | 66115 | |
| M | 65870 | |
| U | 65358 | |
| I | 8371 | 1.3% |
| D | 4063 | 0.7% |
| R | 4063 | 0.7% |
| Other values (2) | 490 | 0.1% |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 70178 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 70178 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 623966 | |
| Common | 140356 | 18.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| S | 136048 | |
| E | 132230 | |
| A | 74998 | |
| N | 66360 | |
| L | 66115 | |
| M | 65870 | |
| U | 65358 | |
| I | 8371 | 1.3% |
| D | 4063 | 0.7% |
| R | 4063 | 0.7% |
| Other values (2) | 490 | 0.1% |
Common
| Value | Count | Frequency (%) |
| ( | 70178 | |
| ) | 70178 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 764322 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| S | 136048 | |
| E | 132230 | |
| A | 74998 | |
| ( | 70178 | |
| ) | 70178 | |
| N | 66360 | |
| L | 66115 | |
| M | 65870 | |
| U | 65358 | |
| I | 8371 | 1.1% |
| Other values (4) | 8616 | 1.1% |
| Distinct | 15 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.932856451 |
| Minimum | 0 |
|---|---|
| Maximum | 14 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 5 |
| Q3 | 10 |
| 95-th percentile | 14 |
| Maximum | 14 |
| Range | 14 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 4.602834039 |
|---|---|
| Coefficient of variation (CV) | 0.7758209013 |
| Kurtosis | -1.232829375 |
| Mean | 5.932856451 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 0.4461017486 |
| Sum | 416356 |
| Variance | 21.18608119 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 20430 | |
| 10 | 8817 | |
| 5 | 8478 | |
| 14 | 7718 | 11.0% |
| 3 | 4132 | 5.9% |
| 2 | 4081 | 5.8% |
| 12 | 3784 | 5.4% |
| 6 | 3627 | 5.2% |
| 4 | 2867 | 4.1% |
| 9 | 2335 | 3.3% |
| Other values (5) | 3909 | 5.6% |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 20430 | |
| 2 | 4081 | 5.8% |
| 3 | 4132 | 5.9% |
| 4 | 2867 | 4.1% |
| 5 | 8478 | |
| 6 | 3627 | 5.2% |
| 7 | 642 | 0.9% |
| 8 | 1275 | 1.8% |
| 9 | 2335 | 3.3% |
| Value | Count | Frequency (%) |
| 14 | 7718 | |
| 13 | 254 | 0.4% |
| 12 | 3784 | |
| 11 | 1737 | 2.5% |
| 10 | 8817 | |
| 9 | 2335 | 3.3% |
| 8 | 1275 | 1.8% |
| 7 | 642 | 0.9% |
| 6 | 3627 | |
| 5 | 8478 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 548.4 KiB |
| CRÉDITO | |
|---|---|
| LIBRANZA | 2433 |
Length
| Max length | 8 |
|---|---|
| Median length | 7 |
| Mean length | 7.034668985 |
| Min length | 7 |
Characters and Unicode
| Total characters | 493679 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 2 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | CRÉDITO |
|---|---|
| 2nd row | CRÉDITO |
| 3rd row | CRÉDITO |
| 4th row | CRÉDITO |
| 5th row | CRÉDITO |
Common Values
| Value | Count | Frequency (%) |
| CRÉDITO | 67745 | |
| LIBRANZA | 2433 | 3.5% |
Length
Pie chart
| Value | Count | Frequency (%) |
| crédito | 67745 | |
| libranza | 2433 | 3.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| R | 70178 | |
| I | 70178 | |
| C | 67745 | |
| É | 67745 | |
| D | 67745 | |
| T | 67745 | |
| O | 67745 | |
| A | 4866 | 1.0% |
| L | 2433 | 0.5% |
| B | 2433 | 0.5% |
| Other values (2) | 4866 | 1.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 493679 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| R | 70178 | |
| I | 70178 | |
| C | 67745 | |
| É | 67745 | |
| D | 67745 | |
| T | 67745 | |
| O | 67745 | |
| A | 4866 | 1.0% |
| L | 2433 | 0.5% |
| B | 2433 | 0.5% |
| Other values (2) | 4866 | 1.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 493679 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| R | 70178 | |
| I | 70178 | |
| C | 67745 | |
| É | 67745 | |
| D | 67745 | |
| T | 67745 | |
| O | 67745 | |
| A | 4866 | 1.0% |
| L | 2433 | 0.5% |
| B | 2433 | 0.5% |
| Other values (2) | 4866 | 1.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 425934 | |
| Latin 1 Sup | 67745 | 13.7% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| R | 70178 | |
| I | 70178 | |
| C | 67745 | |
| D | 67745 | |
| T | 67745 | |
| O | 67745 | |
| A | 4866 | 1.1% |
| L | 2433 | 0.6% |
| B | 2433 | 0.6% |
| N | 2433 | 0.6% |
Latin 1 Sup
| Value | Count | Frequency (%) |
| É | 67745 |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 548.4 KiB |
| DUDOSO | |
|---|---|
| APTO | |
| ACEPTABLE | |
| NEGATIVO | 356 |
Length
| Max length | 9 |
|---|---|
| Median length | 6 |
| Mean length | 5.50930491 |
| Min length | 4 |
Characters and Unicode
| Total characters | 386632 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | ACEPTABLE |
|---|---|
| 2nd row | DUDOSO |
| 3rd row | DUDOSO |
| 4th row | DUDOSO |
| 5th row | APTO |
Common Values
| Value | Count | Frequency (%) |
| DUDOSO | 38768 | |
| APTO | 25662 | |
| ACEPTABLE | 5392 | 7.7% |
| NEGATIVO | 356 | 0.5% |
Length
Pie chart
| Value | Count | Frequency (%) |
| dudoso | 38768 | |
| apto | 25662 | |
| aceptable | 5392 | 7.7% |
| negativo | 356 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| O | 103554 | |
| D | 77536 | |
| U | 38768 | 10.0% |
| S | 38768 | 10.0% |
| A | 36802 | 9.5% |
| T | 31410 | 8.1% |
| P | 31054 | 8.0% |
| E | 11140 | 2.9% |
| C | 5392 | 1.4% |
| B | 5392 | 1.4% |
| Other values (5) | 6816 | 1.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 386632 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| O | 103554 | |
| D | 77536 | |
| U | 38768 | 10.0% |
| S | 38768 | 10.0% |
| A | 36802 | 9.5% |
| T | 31410 | 8.1% |
| P | 31054 | 8.0% |
| E | 11140 | 2.9% |
| C | 5392 | 1.4% |
| B | 5392 | 1.4% |
| Other values (5) | 6816 | 1.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 386632 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| O | 103554 | |
| D | 77536 | |
| U | 38768 | 10.0% |
| S | 38768 | 10.0% |
| A | 36802 | 9.5% |
| T | 31410 | 8.1% |
| P | 31054 | 8.0% |
| E | 11140 | 2.9% |
| C | 5392 | 1.4% |
| B | 5392 | 1.4% |
| Other values (5) | 6816 | 1.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 386632 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| O | 103554 | |
| D | 77536 | |
| U | 38768 | 10.0% |
| S | 38768 | 10.0% |
| A | 36802 | 9.5% |
| T | 31410 | 8.1% |
| P | 31054 | 8.0% |
| E | 11140 | 2.9% |
| C | 5392 | 1.4% |
| B | 5392 | 1.4% |
| Other values (5) | 6816 | 1.8% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| Row | procedencia | genero | estado_civil | edad | municipio_residencia | municipio_nacimiento | municipio_expedicion | tipo_persona | tiene_casa_propia | sueldo_smdlv | otros_ingresos | otros_ingresos_smdlv | municipio_credito | codeudor | sector | año_credito | mes_credito | valor_credito_smdlv | estado_final | tipo_venta | periodo_credito | cuotas | forma_pago | tipo_cliente | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 37 | Nacional | Femenino | Union Libre | 39 | SARAVENA | Otros | Otros | Natural | Si | 17.0 | SIN OTROS INGRESOS | NaN | SARAVENA | SIN CODEUDOR | PRIVADO | 2016 | 10 | 270 | DESCUENTO EN VENTA | ELECTRODOMESTICOS | DIARIA(S) | 14 | CRÉDITO | ACEPTABLE |
| 1 | 101 | Nacional | Femenino | Soltero | 27 | ARAUCA | ARAUCA | ARAUCA | Natural | No | 27.0 | SIN OTROS INGRESOS | NaN | ARAUCA | SIN CODEUDOR | PRIVADO | 2020 | 9 | 30 | PAGADO VENCIDO | ELECTRODOMESTICOS | DIARIA(S) | 14 | CRÉDITO | DUDOSO |
| 2 | 133 | Nacional | Femenino | Union Libre | 26 | TAME | ARAUCA | ARAUCA | Natural | No | 36.0 | SIN OTROS INGRESOS | NaN | TAME | SIN CODEUDOR | PRIVADO | 2019 | 11 | 23 | PAGADO VENCIDO | ELECTRODOMESTICOS | DIARIA(S) | 14 | CRÉDITO | DUDOSO |
| 3 | 165 | Nacional | Femenino | Casado | 47 | TAME | Otros | SARAVENA | Natural | Si | 52.0 | SIN OTROS INGRESOS | NaN | TAME | SIN CODEUDOR | PRIVADO | 2012 | 4 | 47 | PAGADO VENCIDO | ELECTRODOMESTICOS | DIARIA(S) | 1 | CRÉDITO | DUDOSO |
| 4 | 197 | Nacional | Femenino | Soltero | 50 | ARAUCA | ARAUCA | ARAUCA | Natural | Si | 52.0 | SIN OTROS INGRESOS | NaN | ARAUCA | SIN CODEUDOR | PRIVADO | 2016 | 5 | 0 | PAGADO ANTICIPADO | ELECTRODOMESTICOS | DIARIA(S) | 1 | CRÉDITO | APTO |
| 5 | 229 | Nacional | Femenino | Casado | 45 | ARAUCA | ARAUCA | ARAUCA | Natural | Si | 48.0 | SIN OTROS INGRESOS | NaN | ARAUCA | SIN CODEUDOR | PRIVADO | 2017 | 12 | 48 | PAGADO A TIEMPO | ELECTRODOMESTICOS | DIARIA(S) | 14 | CRÉDITO | APTO |
| 6 | 261 | Nacional | Femenino | Union Libre | 26 | TAME | ARAUCA | ARAUCA | Natural | No | 33.0 | SIN OTROS INGRESOS | NaN | TAME | SIN CODEUDOR | PRIVADO | 2021 | 1 | 29 | PAGADO ANTICIPADO | ELECTRODOMESTICOS | DIARIA(S) | 14 | CRÉDITO | APTO |
| 7 | 293 | Nacional | Femenino | Soltero | 30 | TAME | TAME | SARAVENA | Natural | No | 38.0 | SIN OTROS INGRESOS | NaN | TAME | SIN CODEUDOR | PRIVADO | 2018 | 10 | 84 | DESCUENTO EN VENTA | ELECTRODOMESTICOS | DIARIA(S) | 14 | CRÉDITO | ACEPTABLE |
| 8 | 325 | Nacional | Femenino | Soltero | 61 | ARAUCA | Otros | Otros | Natural | Si | 93.0 | CON OTROS INGRESOS | 27.0 | ARAUCA | SIN CODEUDOR | PRIVADO | 2015 | 4 | 46 | PAGADO VENCIDO | ELECTRODOMESTICOS | DIARIA(S) | 14 | CRÉDITO | DUDOSO |
| 9 | 357 | Nacional | Femenino | Soltero | 59 | TAME | Otros | Otros | Natural | No | 61.0 | SIN OTROS INGRESOS | NaN | TAME | SIN CODEUDOR | PRIVADO | 2017 | 9 | 15 | PAGADO VENCIDO | ELECTRODOMESTICOS | DIARIA(S) | 14 | CRÉDITO | DUDOSO |
Last rows
| Row | procedencia | genero | estado_civil | edad | municipio_residencia | municipio_nacimiento | municipio_expedicion | tipo_persona | tiene_casa_propia | sueldo_smdlv | otros_ingresos | otros_ingresos_smdlv | municipio_credito | codeudor | sector | año_credito | mes_credito | valor_credito_smdlv | estado_final | tipo_venta | periodo_credito | cuotas | forma_pago | tipo_cliente | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 70168 | 87137 | Nacional | Masculino | Union Libre | 43 | ARAUCA | ARAUCA | ARAUCA | Natural | Si | 54.0 | SIN OTROS INGRESOS | NaN | ARAUCA | SIN CODEUDOR | PRIVADO | 2019 | 10 | 281 | PAGADO VENCIDO | ELECTRODOMESTICOS | DIARIA(S) | 14 | CRÉDITO | DUDOSO |
| 70169 | 87169 | Nacional | Masculino | Soltero | 51 | ARAUCA | ARAUCA | ARAUCA | Natural | Si | 43.0 | SIN OTROS INGRESOS | NaN | ARAUCA | SIN CODEUDOR | PRIVADO | 2019 | 7 | 148 | PAGADO VENCIDO | ELECTRODOMESTICOS | DIARIA(S) | 14 | CRÉDITO | DUDOSO |
| 70170 | 87233 | Nacional | Masculino | Soltero | 53 | SARAVENA | Otros | Otros | Natural | No | 58.0 | SIN OTROS INGRESOS | NaN | SARAVENA | SIN CODEUDOR | PRIVADO | 2006 | 10 | 18 | PAGADO VENCIDO | ELECTRODOMESTICOS | DIARIA(S) | 14 | CRÉDITO | DUDOSO |
| 70171 | 87052 | Nacional | Masculino | Casado | 55 | TAME | ARAUCA | ARAUCA | Natural | Si | 61.0 | SIN OTROS INGRESOS | NaN | TAME | SIN CODEUDOR | PRIVADO | 2017 | 8 | 21 | PAGADO ANTICIPADO | ELECTRODOMESTICOS | DIARIA(S) | 14 | CRÉDITO | APTO |
| 70172 | 87084 | Nacional | Masculino | Union Libre | 40 | ARAUCA | ARAUCA | ARAUCA | Natural | Si | 145.0 | SIN OTROS INGRESOS | NaN | ARAUCA | SIN CODEUDOR | PRIVADO | 2010 | 1 | 53 | DESCUENTO EN VENTA | ELECTRODOMESTICOS | DIARIA(S) | 14 | CRÉDITO | ACEPTABLE |
| 70173 | 87116 | Nacional | Masculino | Union Libre | 49 | ARAUCA | ARAUCA | ARAUCA | Natural | Si | 122.0 | CON OTROS INGRESOS | 101.0 | SARAVENA | SIN CODEUDOR | PUBLICO | 2017 | 2 | 20 | PAGADO VENCIDO | ELECTRODOMESTICOS | DIARIA(S) | 1 | CRÉDITO | DUDOSO |
| 70174 | 87148 | Nacional | Masculino | Union Libre | 43 | ARAUCA | SARAVENA | ARAUCA | Natural | No | 43.0 | SIN OTROS INGRESOS | NaN | ARAUCA | SIN CODEUDOR | PRIVADO | 2016 | 10 | 154 | PAGADO VENCIDO | ELECTRODOMESTICOS | DIARIA(S) | 14 | CRÉDITO | DUDOSO |
| 70175 | 87180 | Nacional | Masculino | Union Libre | 41 | ARAUCA | ARAUCA | ARAUCA | Natural | Si | 85.0 | SIN OTROS INGRESOS | NaN | ARAUCA | SIN CODEUDOR | PRIVADO | 2020 | 3 | 56 | PAGADO VENCIDO | ELECTRODOMESTICOS | DIARIA(S) | 14 | CRÉDITO | DUDOSO |
| 70176 | 87212 | Nacional | Masculino | Casado | 52 | TAME | TAME | SARAVENA | Natural | Si | 76.0 | SIN OTROS INGRESOS | NaN | TAME | SIN CODEUDOR | PRIVADO | 2013 | 5 | 72 | PAGADO VENCIDO | ELECTRODOMESTICOS | DIARIA(S) | 1 | CRÉDITO | DUDOSO |
| 70177 | 87215 | Nacional | Masculino | Casado | 71 | ARAUCA | ARAUCA | ARAUCA | Natural | Si | 146.0 | SIN OTROS INGRESOS | NaN | ARAUCA | SIN CODEUDOR | PRIVADO | 2014 | 1 | 63 | PAGADO VENCIDO | ELECTRODOMESTICOS | DIARIA(S) | 14 | CRÉDITO | DUDOSO |